i4mC-EL: Identifying DNA N4-Methylcytosine Sites in the Mouse Genome Using Ensemble Learning

Table 2

The contrast of performance for dissimilar feature encoding schemes under 10-fold crossvalidation.

Schemes	ACC	MCC	Sn	Sp
BPF	0.668	0.335	0.665	0.670
DPE	0.614	0.228	0.619	0.609
RFHC	0.658	0.316	0.669	0.647
RevKmer	0.755	0.511	0.745	0.765
PseKNC	0.794	0.589	0.786	0.803
-mer + BPF	0.724	0.448	0.729	0.718
-mer + RFHC	0.747	0.493	0.744	0.749
RevKmer+DBE	0.738	0.476	0.723	0.753
RevKmer+EIIP	0.779	0.558	0.764	0.794
-mer + BPF + DPE	0.732	0.464	0.741	0.723
Our method	0.803	0.606	0.784	0.822